Showing 34 publications by Mauricio Villarroel
Multi-phase deep learning model for automated disease classification from cardiac cine MRI
Srikijkasemwat N, Villarroel M & Banerjee A (2025), Journal of The Royal Society Interface, 22(231)
BibTeX
@article{multiphasedeepl-2025/10,
title={Multi-phase deep learning model for automated disease classification from cardiac cine MRI},
author={Srikijkasemwat N, Villarroel M & Banerjee A},
journal={Journal of The Royal Society Interface},
volume={22},
number={20250303},
publisher={The Royal Society},
year = "2025"
}
Apnoea duration and changes in cardiorespiratory and cerebrovascular responses in preterm neonates: a systematic review and meta-analysis
Chen Y, Zandvoort CS, Baxter L, Fatunla OAT, Ketheeswaranathan V et al. (2025), Pediatric Research
BibTeX
@article{apnoeadurationa-2025/10,
title={Apnoea duration and changes in cardiorespiratory and cerebrovascular responses in preterm neonates: a systematic review and meta-analysis},
author={Chen Y, Zandvoort CS, Baxter L, Fatunla OAT, Ketheeswaranathan V et al.},
journal={Pediatric Research},
publisher={Springer Nature [academic journals on nature.com]},
year = "2025"
}
Should young athletes be screened for cardiomyopathies to reduce the burden of sudden cardiac death in athletes?
McColgan G, Villarroel M & Gehmlich K (2023), Biophysical Reviews, 15, 321-327
BibTeX
@article{shouldyoungathl-2023/6,
title={Should young athletes be screened for cardiomyopathies to reduce the burden of sudden cardiac death in athletes?},
author={McColgan G, Villarroel M & Gehmlich K},
journal={Biophysical Reviews},
volume={15},
pages={321-327},
publisher={Springer},
year = "2023"
}
Features from the photoplethysmogram and the electrocardiogram for estimating changes in blood pressure
Finnegan E, Davidson S, Harford M, Watkinson P, Tarassenko L et al. (2023), Scientific Reports, 13(1)
BibTeX
@article{featuresfromthe-2023/1,
title={Features from the photoplethysmogram and the electrocardiogram for estimating changes in blood pressure},
author={Finnegan E, Davidson S, Harford M, Watkinson P, Tarassenko L et al.},
journal={Scientific Reports},
volume={13},
number={986},
publisher={Springer Nature},
year = "2023"
}
Contactless skin perfusion monitoring with video cameras: tracking pharmacological vasoconstriction and vasodilation using photoplethysmographic changes
Harford M, Villarroel M, Jorge J, Redfern O, Finnegan E et al. (2022), Physiological Measurement, 43(11)
BibTeX
@article{contactlessskin-2022/11,
title={Contactless skin perfusion monitoring with video cameras: tracking pharmacological vasoconstriction and vasodilation using photoplethysmographic changes},
author={Harford M, Villarroel M, Jorge J, Redfern O, Finnegan E et al.},
journal={Physiological Measurement},
volume={43},
number={115001},
publisher={IOP Publishing},
year = "2022"
}
Classifying nocturnal blood pressure patterns using photoplethysmogram features
Finnegan E, Davidson S, Harford M, Jorge J, Villarroel M et al. (2022), Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 3401-3404
BibTeX
@inproceedings{classifyingnoct-2022/9,
title={Classifying nocturnal blood pressure patterns using photoplethysmogram features},
author={Finnegan E, Davidson S, Harford M, Jorge J, Villarroel M et al.},
booktitle={ 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2022)},
pages={3401-3404},
year = "2022"
}
Longitudinal monitoring of progressive supranuclear palsy using body-worn movement sensors
Sotirakis C, Conway N, Su Z, Villarroel M, Tarassenko L et al. (2022), Movement Disorders, 37(11), 2263-2271
BibTeX
@article{longitudinalmon-2022/8,
title={Longitudinal monitoring of progressive supranuclear palsy using body-worn movement sensors},
author={Sotirakis C, Conway N, Su Z, Villarroel M, Tarassenko L et al.},
journal={Movement Disorders},
volume={37},
pages={2263-2271},
publisher={Wiley},
year = "2022"
}
Non-contact physiological monitoring of post-operative patients in the Intensive Care Unit
Jorge J, Villarroel M, Tomlinson H, Gibson O, Darbyshire J et al. (2022), npj Digital Medicine, 5(2022)
BibTeX
@article{noncontactphysi-2022/1,
title={Non-contact physiological monitoring of post-operative patients in the Intensive Care Unit},
author={Jorge J, Villarroel M, Tomlinson H, Gibson O, Darbyshire J et al.},
journal={npj Digital Medicine},
volume={5},
number={4},
publisher={Springer Nature},
year = "2022"
}
New method to measure interbreath intervals in infants for the assessment of apnoea and respiration
Adjei T, Purdy R, Jorge J, Adams E, Buckle M et al. (2021), BMJ Open Respiratory Research, 8(1)
BibTeX
@article{newmethodtomeas-2021/12,
title={New method to measure interbreath intervals in infants for the assessment of apnoea and respiration},
author={Adjei T, Purdy R, Jorge J, Adams E, Buckle M et al.},
journal={BMJ Open Respiratory Research},
volume={8},
number={e001042},
publisher={BMJ Publishing Group},
year = "2021"
}
The presence of a circadian rhythm in pulse arrival time and its application for classifying blood pressure night-time dip
Finnegan E, Davidson S, Harford M, Jorge J & Villarroel M (2021), 2021, 488-491
BibTeX
@article{thepresenceofac-2021/12,
title={The presence of a circadian rhythm in pulse arrival time and its application for classifying blood pressure night-time dip},
author={Finnegan E, Davidson S, Harford M, Jorge J & Villarroel M},
journal={},
volume={2021},
pages={488-491},
publisher={IEEE},
year = "2021"
}
Pulse arrival time as a surrogate of blood pressure
Finnegan E, Davidson S, Harford M, Jorge J, Watkinson P et al. (2021), Scientific Reports, 11(1)
BibTeX
@article{pulsearrivaltim-2021/11,
title={Pulse arrival time as a surrogate of blood pressure},
author={Finnegan E, Davidson S, Harford M, Jorge J, Watkinson P et al.},
journal={Scientific Reports},
volume={11},
number={22767},
publisher={Springer Nature},
year = "2021"
}
A new method to measure inter-breath intervals in infants for the assessment of apnoea and respiratory dynamics
Adjei T, Purdy R, Jorge J, Adams E, Buckle M et al. (2021)
BibTeX
@misc{anewmethodtomea-2021/8,
title={A new method to measure inter-breath intervals in infants for the assessment of apnoea and respiratory dynamics},
author={Adjei T, Purdy R, Jorge J, Adams E, Buckle M et al.},
year = "2021"
}
Day-to-day progression of vital-sign circadian rhythms in the intensive care unit
Davidson S, Villarroel M, Harford M, Finnegan E, Jorge J et al. (2021), Critical Care, 25(1)
BibTeX
@article{daytodayprogres-2021/4,
title={Day-to-day progression of vital-sign circadian rhythms in the intensive care unit},
author={Davidson S, Villarroel M, Harford M, Finnegan E, Jorge J et al.},
journal={Critical Care},
volume={25},
number={156},
publisher={BioMed Central},
year = "2021"
}
Non-contact vital-sign monitoring of patients undergoing haemodialysis treatment.
Villarroel M, Jorge J, Meredith D, Sutherland S, Pugh C et al. (2020), Scientific reports, 10(1), 18529-18529
BibTeX
@article{noncontactvital-2020/10,
title={Non-contact vital-sign monitoring of patients undergoing haemodialysis treatment.},
author={Villarroel M, Jorge J, Meredith D, Sutherland S, Pugh C et al.},
journal={Scientific reports},
volume={10},
pages={18529-18529},
year = "2020"
}
Non-contact assessment of peripheral artery haemodynamics using video infrared thermography
Jorge J, Harford M, Villarroel M, Chaichulee S, Davidson S et al. (2020), IEEE Transactions on Biomedical Engineering, 68(1), 276-288
BibTeX
@article{noncontactasses-2020/6,
title={Non-contact assessment of peripheral artery haemodynamics using video infrared thermography},
author={Jorge J, Harford M, Villarroel M, Chaichulee S, Davidson S et al.},
journal={IEEE Transactions on Biomedical Engineering},
volume={68},
pages={276-288},
publisher={IEEE},
year = "2020"
}
Study protocol for an exploratory interventional study investigating the feasibility of video-based non-contact physiological monitoring in healthy volunteers by Mapping Of Lower Limb skIn pErfusion (MOLLIE)
Harford M, Areia C, Villarroel Montoya M, Jorge J, Finnegan E et al. (2020), BMJ Open, 10(6)
BibTeX
@article{studyprotocolfo-2020/6,
title={Study protocol for an exploratory interventional study investigating the feasibility of video-based non-contact physiological monitoring in healthy volunteers by Mapping Of Lower Limb skIn pErfusion (MOLLIE)},
author={Harford M, Areia C, Villarroel Montoya M, Jorge J, Finnegan E et al.},
journal={BMJ Open},
volume={10},
number={e036235},
publisher={BMJ Publishing Group},
year = "2020"
}
Vital-sign circadian rhythms in patients prior to discharge from an ICU: a retrospective observational analysis of routinely recorded physiological data
Davidson S, Villarroel M, Harford M, Finnegan E, Jorge J et al. (2020), Critical Care, 24(2020)
BibTeX
@article{vitalsigncircad-2020/4,
title={Vital-sign circadian rhythms in patients prior to discharge from an ICU: a retrospective observational analysis of routinely recorded physiological data},
author={Davidson S, Villarroel M, Harford M, Finnegan E, Jorge J et al.},
journal={Critical Care},
volume={24},
number={181},
publisher={BioMed Central},
year = "2020"
}
Vital-Sign Synchrony as a Marker for Patient Circadian Rhythms in an Intensive Care Unit
Davidson S, Villarroe M, Finnegan E, Harford M, Jorge J et al. (2020), 2016 Computing in Cardiology Conference (CinC), 00, 1-4
BibTeX
@inproceedings{vitalsignsynchr-2020/1,
title={Vital-Sign Synchrony as a Marker for Patient Circadian Rhythms in an Intensive Care Unit},
author={Davidson S, Villarroe M, Finnegan E, Harford M, Jorge J et al.},
booktitle={2020 Computing in Cardiology Conference (CinC)},
pages={1-4},
year = "2020"
}
Comparing Circadian Rhythms in Blood Pressure Computed From the Arterial Line and Sphygmomanometer in the ICU
Finnegan E, Villarroel M, Davidson S, Harford M, Jorge J et al. (2020), 2016 Computing in Cardiology Conference (CinC), 00, 1-4
BibTeX
@inproceedings{comparingcircad-2020/1,
title={Comparing Circadian Rhythms in Blood Pressure Computed From the Arterial Line and Sphygmomanometer in the ICU},
author={Finnegan E, Villarroel M, Davidson S, Harford M, Jorge J et al.},
booktitle={2020 Computing in Cardiology Conference (CinC)},
pages={1-4},
year = "2020"
}
Non-contact physiological monitoring of preterm infants in the Neonatal Intensive Care Unit.
Villarroel M, Chaichulee S, Jorge J, Davis S, Green G et al. (2019), NPJ digital medicine, 2(1), 128
BibTeX
@article{noncontactphysi-2019/12,
title={Non-contact physiological monitoring of preterm infants in the Neonatal Intensive Care Unit.},
author={Villarroel M, Chaichulee S, Jorge J, Davis S, Green G et al.},
journal={NPJ digital medicine},
volume={2},
pages={128},
year = "2019"
}
Non-contact physiological monitoring of preterm infants in the Neonatal Intensive Care Unit
Villarroel M, Chaichulee S, Jorge J, Davis S, Green G et al. (2019), NPJ Digital Medicine, 2
BibTeX
@article{noncontactphysi-2019/12,
title={Non-contact physiological monitoring of preterm infants in the Neonatal Intensive Care Unit},
author={Villarroel M, Chaichulee S, Jorge J, Davis S, Green G et al.},
journal={NPJ Digital Medicine},
volume={2},
number={128},
publisher={Springer Nature},
year = "2019"
}
Automated method for detecting and reading seven-segment digits from images of blood glucose metres and blood pressure monitors
Finnegan E, Villarroel M, Velardo C & Tarassenko L (2019), Journal of Medical Engineering and Technology, 43(6), 341-355
BibTeX
@article{automatedmethod-2019/11,
title={Automated method for detecting and reading seven-segment digits from images of blood glucose metres and blood pressure monitors},
author={Finnegan E, Villarroel M, Velardo C & Tarassenko L},
journal={Journal of Medical Engineering and Technology},
volume={43},
pages={341-355},
publisher={Taylor and Francis},
year = "2019"
}
Cardio-respiratory signal extraction from video camera data for continuous non-contact vital sign monitoring using deep learning
Chaichulee S, Villarroel M, Jorge J, Arteta C, McCormick K et al. (2019), Physiological Measurement, 40
BibTeX
@article{cardiorespirato-2019/10,
title={Cardio-respiratory signal extraction from video camera data for continuous non-contact vital sign monitoring using deep learning},
author={Chaichulee S, Villarroel M, Jorge J, Arteta C, McCormick K et al.},
journal={Physiological Measurement},
volume={40},
number={115001},
publisher={IOP Publishing},
year = "2019"
}
Non-invasive stroke volume estimation by transthoracic electrical bioimpedance versus Doppler echocardiography in healthy volunteers
Harford M, Clark SH, Smythe JF, Gerry S, Villarroel M et al. (2019), Journal of Medical Engineering and Technology, 43(1), 33-37
BibTeX
@article{noninvasivestro-2019/4,
title={Non-invasive stroke volume estimation by transthoracic electrical bioimpedance versus Doppler echocardiography in healthy volunteers},
author={Harford M, Clark SH, Smythe JF, Gerry S, Villarroel M et al.},
journal={Journal of Medical Engineering and Technology},
volume={43},
pages={33-37},
publisher={Taylor and Francis},
year = "2019"
}
Localised photoplethysmography imaging for heart rate estimation of pre-term infants in the clinic
Chaichulee S, Villarroel M, Jorge J, Arteta C, Green G et al. (2018), Progress in Biomedical Optics and Imaging; Optical Diagnostics and Sensing XVIII: Toward Point-of-Care Diagnostics, 19(35)
BibTeX
@inproceedings{localisedphotop-2018/2,
title={Localised photoplethysmography imaging for heart rate estimation of pre-term infants in the clinic},
author={Chaichulee S, Villarroel M, Jorge J, Arteta C, Green G et al.},
year = "2018"
}
Data fusion for improved camera-based detection of respiration in neonates
Jorge J, Villarroel M, Chaichulee S, McCormick K & Tarassenko L (2018), 10501, 1050112
BibTeX
@inproceedings{datafusionforim-2018/2,
title={Data fusion for improved camera-based detection of respiration in neonates},
author={Jorge J, Villarroel M, Chaichulee S, McCormick K & Tarassenko L},
booktitle={Optical Diagnostics and Sensing XVIII: Toward Point-of-Care Diagnostics},
pages={1050112},
year = "2018"
}
Multi-task convolutional neural network for patient detection and skin segmentation in continuous non-contact vital sign monitoring
Chaichulee S, Villarroel M, Jorge J, Arteta C, Green G et al. (2017), International Conference on Automatic Face and Gesture Recognition
BibTeX
@inproceedings{multitaskconvol-2017/6,
title={Multi-task convolutional neural network for patient detection and skin segmentation in continuous non-contact vital sign monitoring},
author={Chaichulee S, Villarroel M, Jorge J, Arteta C, Green G et al.},
year = "2017"
}
Non-contact vital sign monitoring in the clinic
Villarroel M, Jorge J, Pugh C, Tarassenko L & IEEE (2017), 2017 12TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2017), 278-285
BibTeX
@inproceedings{noncontactvital-2017/5,
title={Non-contact vital sign monitoring in the clinic},
author={Villarroel M, Jorge J, Pugh C, Tarassenko L & IEEE },
booktitle={2017 12TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2017)},
pages={278-285},
year = "2017"
}
Non-Contact Monitoring of Respiration in the Neonatal Intensive Care Unit
Jorge J, Villarroel M, Chaichulee S, Guazzi A, Davis S et al. (2017), 286-293
BibTeX
@inproceedings{noncontactmonit-2017/5,
title={Non-Contact Monitoring of Respiration in the Neonatal Intensive Care Unit},
author={Jorge J, Villarroel M, Chaichulee S, Guazzi A, Davis S et al.},
booktitle={2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017)},
pages={286-293},
year = "2017"
}
A Clinical Database-Driven Approach to Decision Support: Predicting Mortality Among Patients with Acute Kidney Injury.
Celi LAG, Tang RJ, Villarroel MC, Davidzon GA, Lester WT et al. (2011), J Healthc Eng, 2(1), 97-110
BibTeX
@article{aclinicaldataba-2011/3,
title={A Clinical Database-Driven Approach to Decision Support: Predicting Mortality Among Patients with Acute Kidney Injury.},
author={Celi LAG, Tang RJ, Villarroel MC, Davidzon GA, Lester WT et al.},
journal={J Healthc Eng},
volume={2},
pages={97-110},
year = "2011"
}
Matching data fragments with imperfect identifiers from disparate sources
Craig MB, Moody BE, Jia S, Villarroel MC & Mark RG (2010), Computing in Cardiology, 37, 793-796
BibTeX
@inproceedings{matchingdatafra-2010/12,
title={Matching data fragments with imperfect identifiers from disparate sources},
author={Craig MB, Moody BE, Jia S, Villarroel MC & Mark RG},
pages={793-796},
year = "2010"
}
Finding Relevant Cases in Large Databases of Signals, Time Series, and Clinical Data
Villarroel M, Saeed A, Clifford G, Moody G, Mark R et al. (2007), 265-268
BibTeX
@inproceedings{findingrelevant-2007/1,
title={Finding Relevant Cases in Large Databases of Signals, Time Series, and Clinical Data},
author={Villarroel M, Saeed A, Clifford G, Moody G, Mark R et al.},
booktitle={2007 Computers in Cardiology},
pages={265-268},
year = "2007"
}
Model-based determination of QT intervals
Clifford GD & Villarroel MC (2006), Computers in Cardiology, 33, 357-360
BibTeX
@inproceedings{modelbaseddeter-2006/12,
title={Model-based determination of QT intervals},
author={Clifford GD & Villarroel MC},
pages={357-360},
year = "2006"
}
Features from the photoplethysmogram and the electrocardiogram for estimating changes in blood pressure
Finnegan E, Davidson S, Harford M, Watkinson P, Tarassenko L et al. (0)
BibTeX
@misc{featuresfromthe-/,
title={Features from the photoplethysmogram and the electrocardiogram for estimating changes in blood pressure},
author={Finnegan E, Davidson S, Harford M, Watkinson P, Tarassenko L et al.}
}